rtemis: Machine Learning and Visualization

Machine learning and visualization package with an 'S7' backend featuring comprehensive type checking and validation, paired with an efficient functional user-facing API. train(), cluster(), and decomp() provide one-call access to supervised and unsupervised learning. All configuration steps are performed using setup functions and validated. A single call to train() handles preprocessing, hyperparameter tuning, and testing with nested resampling. Supports 'data.frame', 'data.table', and 'tibble' inputs, parallel execution, and interactive visualizations. The package first appeared in E.D. Gennatas (2017) <https://repository.upenn.edu/entities/publication/d81892ea-3087-4b71-a6f5-739c58626d64>.

Version: 1.0.0
Depends: R (≥ 4.1.0)
Imports: grDevices, graphics, stats, methods, utils, S7, data.table, future, htmltools, cli
Suggests: arrow, bit64, car, colorspace, DBI, dbscan, dendextend (≥ 0.18.0), duckdb, e1071, farff, fastICA, flexclust, future.apply, future.mirai, futurize, geosphere, ggplot2, glmnet, geojsonio, glue, grid, gsubfn, haven, heatmaply, htmlwidgets, igraph, jsonlite, leaflet, leaps, lightAUC, lightgbm, matrixStats, mgcv, mice, mirai, missRanger, networkD3, NMF, openxlsx, parallelly, partykit, plotly, pROC, progressr, psych, pvclust, ranger, reactable, readxl, reticulate, ROCR, rpart, Rtsne, seqinr, sf, shapr, survival, tabnet, threejs, testthat (≥ 3.0.0), tibble, timeDate, toml, torch, uwot, vegan, vroom, withr
Published: 2026-03-26
DOI: 10.32614/CRAN.package.rtemis (may not be active yet)
Author: E.D. Gennatas ORCID iD [aut, cre, cph]
Maintainer: E.D. Gennatas <gennatas at gmail.com>
BugReports: https://github.com/rtemis-org/rtemis/issues
License: GPL (≥ 3)
URL: https://www.rtemis.org, https://docs.rtemis.org/r/, https://docs.rtemis.org/r-api/
NeedsCompilation: no
Citation: rtemis citation info
Materials: README
CRAN checks: rtemis results

Documentation:

Reference manual: rtemis.html , rtemis.pdf

Downloads:

Package source: rtemis_1.0.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

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